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AI for energy and utilities

AI products with direct evidence of use in energy and utilities, mapped to the tasks they do and ranked where enough companies compete.

144 products83 companies54 tasks25 rankingsUpdated Oct 28, 2026

Rankings in energy and utilities. 25 rankings compare products built for this industry.

All 25 rankings

Vision, monitoring and inspection

Map physical spaces

  1. 1sizeless
  2. 2Aspen SKUAAspen Technology, Inc.
  3. 3Raptor Solar PlatformRaptor Maps, Inc.
21 products reviewedUpdated Nov 10See all →

Workflow and back office

Orchestrate workflows

  1. 1Paces AgentPaces
  2. 2PCI ETRMPCI Energy Solutions
  3. 3Cognite Atlas AI™Cognite AS
17 products reviewedUpdated Nov 10See all →

Data, analytics and decisions

Optimize energy use

  1. 1GenTrader®PCI Energy Solutions
  2. 2Virtual Power PlantsUplight
  3. 3Aspen GDOT™Aspen Technology, Inc.
13 products reviewedUpdated Nov 10See all →

Data, analytics and decisions

Analyze data

  1. 1NET2GRID EnergyAI®NET2GRID
  2. 2True DisaggregationBidgely
  3. 3Plume FinderPlume
8 products reviewedUpdated Oct 28See all →

Vision, monitoring and inspection

Assess properties

  1. 1Paces ReportsPaces
  2. 1PVGlint Solar
  3. 3BESSGlint Solar
8 products reviewedUpdated Nov 10See all →

Products

Industry
Task

144 products in energy and utilities

  • PCI ETRM by PCI Energy Solutions

    End-to-end energy trading, risk, and scheduling in one system.

    #1 in Detect data anomaliesOrchestrate workflowsSchedule operationsClean data2 more

  • GenTrader® by PCI Energy Solutions

    Maximize portfolio value with integrated optimization.

    #1 in Optimize energy useForecast business outcomesForecast demandSchedule operations1 more

  • eMaint CMMS by eMaint

    Core CMMS software for asset management, work orders, spare parts inventory, and reporting.

    #1 in Route work itemsOrchestrate workflowsSchedule operationsUpdate business systems

  • Raptor Solar Platform by Raptor Maps, Inc.

    A solar asset management platform delivering O&M automation, analytics, and embodied AI solutions to optimize resource allocation and improve asset availability.

    #1 in Inspect assetsMap physical spacesDetect visual defectsClean data

  • Applied Kinetics

    AI agents and systems for procurement follow-through and coordination work related to critical equipment, including supplier follow-ups, engineering changes, approvals…

    #1 in Manage approvalsOrchestrate workflowsUpdate business systems

  • Squid by Squid Energy

    A browser-native software application for AI-powered grid planning, real network modeling, grid stress testing, and policy simulation.

    #1 in Query dataOrchestrate workflowsClean data

  • Aspen GDOT™ by Aspen Technology, Inc.

    Improves margins and achieves sustainability objectives by integrating planning, scheduling, and advanced process control in closed loop, powered by Industrial AI.

    #1 in Operate machineryOptimize energy use

  • Evergreen OT by Synerty

    Provides continuous lifecycle management for PowerOn ADMS.

    #1 in Deploy softwareOrchestrate workflows

  • Optimization Services by Mobi

    AI optimization platform that transforms complex, high-stakes planning problems into fast, adaptive decisions tailored to industry-specific constraints and operational…

    #1 in Schedule resourcesSchedule operations

  • Paces Agent by Paces

    Autonomously handles siting, diligence, power, permitting, and submission workflows with expert validation on high-stakes deliverables.

    #1 in Orchestrate workflowsAssess properties

  • AinuVision Edge by Ainuverse

    On-premise AI video-intelligence software that turns existing CCTV into an AI analyst.

    #1 in Detect security events

  • Dili

    AI-powered operating system for compliance automation.

    #1 in Monitor compliance

  • Energy Reports by Uplight

    Personalized behavioral energy insights delivered via email, paper, and alerts to help customers manage their energy use.

    #1 in Personalize content

  • EyeCGas® Multi by Opgal

    Hand-held, high sensitivity optical gas imaging camera for VOC, methane, and CO2 detection with built-in quantification, multi-spectral filters, and remote live…

    #1 in Measure physical conditions

  • Grid Forecasting by Amperon

    Grid-level load and net load forecasting across short, mid, and long-term horizons for 25+ global grids.

    #1 in Forecast demand

  • Hybrid by Glint Solar

    Allows simulation of investment viability across PV, BESS, and hybrid configurations, comparing dispatch strategies and modeling lifetime revenue.

    #1 in Forecast business outcomes

  • IRIS Wind Intelligence by Clobotics

    Cloud-based wind asset intelligence platform centralizing inspection data, defect analysis, and repair prioritization with no local installation required.

    #1 in Detect visual defects

  • NET2GRID EnergyAI® by NET2GRID

    An AI-powered SaaS engine that analyzes residential energy data to deliver detailed household energy profiles and insights for customer experience and business…

    #1 in Analyze data

  • Paces Reports by Paces

    Modular diligence reports including Power Flow Study and Critical Issues Analysis, expert-validated and delivered in as little as 5 days.

    #1 in Assess properties

  • RelCare by Hitachi Energy

    Reliability-centered maintenance and asset management service.

    #1 in Predict equipment failures

Showing 20 of 144

Every task in energy and utilities